Natural Language Processing

ScholaWrite: A Dataset of End-to-End Scholarly Writing ACL 2026 Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers EACL 2026 SciMDR: Advancing Scientific Multimodal Document Reasoning ACL 2026 SciMKG: A Multimodal Knowledge Graph for Science Education with Text, Image, Video and Audio AAAI 2026 SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature EACL 2026 SCIR: A Self-Correcting Iterative Refinement Framework for Enhanced Information Extraction Based on Schema AAAI 2026 SciTrue: Evidence-Grounded Claim Verification in Science EACL 2026 Scmhl5 at SemEval-2026 Task 3: Uncertainty-Aware Adversarial Learning for Embedding Enhancement in Dimensional Aspect-Based Sentiment Analysis SemEval 2026 SCoNE: a Self-Correcting and Noise-Augmented Method for Complex Biological and Chemical Named Entity Recognition EACL 2026 Script Correction and Synthetic Pivoting: Adapting Tencent HY-MT for Low-Resource Turkic Translation EACL 2026 SCRIPTMIND: Crime Script Inference and Cognitive Evaluation for LLM-based Social Engineering Scam Detection System EACL 2026 SCUMesclab at SemEval-2026 Task 3: An Adaptive Dual-Track Framework for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 SCUZANE at SemEval-2026 Task 3: Dimensional Aspect-based Sentiment Analysis with Supervised Contrastive Regression and R-Drop Regularization SemEval 2026 SDA: Steering-Driven Distribution Alignment for Open LLMs Without Fine-Tuning AAAI 2026 SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes ACL 2026 SDialog: A Python Toolkit for End-to-End Agent Building, User Simulation, Dialog Generation, and Evaluation EACL 2026 SDNLP at AMIYA 2026: Syrian Arabic Dialect Modeling with LoRA EACL 2026 SEA-BED: How Do Embedding Models Represent Southeast Asian Languages? ACL 2026 SEA: Evaluating Sketch Abstraction Efficiency via Element-level Commonsense Visual Question Answering CVPR 2026 Seals-NLP at SemEval-2026 Task 9: A Comparative Study of Transformer Architectures for Polarization Detection SemEval 2026 SearchLLM: Detecting LLM Paraphrased Text by Measuring the Similarity with Regeneration of the Candidate Source via Search Engine EACL 2026 Search-P1: Path-Centric Reward Shaping for Stable and Efficient Agentic RAG Training ACL 2026 SEA-Vision: A Multilingual Benchmark for Comprehensive Document and Scene Text Understanding in Southeast Asia CVPR 2026 SeD-UD: An Influence-Driven and Hierarchically-Decoupled Information Bottleneck for Multimodal Intent Recognition CVPR 2026 Seeing All Sides: Multi-Perspective In-Context Learning for Subjective NLP EACL 2026